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Estevez-Moya D, Estevez-Rams E, Kantz H. Complexity and transition to chaos in coupled Adler-type oscillators. Phys Rev E 2023; 107:044212. [PMID: 37198858 DOI: 10.1103/physreve.107.044212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 04/03/2023] [Indexed: 05/19/2023]
Abstract
Coupled nonlinear oscillators are ubiquitous in dynamical studies. A wealth of behaviors have been found mostly for globally coupled systems. From a complexity perspective, less studied have been systems with local coupling, which is the subject of this contribution. The phase approximation is used, as weak coupling is assumed. In particular, the so-called needle region, in parameter space, for Adler-type oscillators with nearest neighbors coupling is carefully characterized. The reason for this emphasis is that, in the border of this region to the surrounding chaotic one, computation enhancement at the edge of chaos has been reported. The present study shows that different behaviors within the needle region can be found and a smooth change of dynamics could be identified. Entropic measures further emphasize the region's heterogeneous nature with interesting features, as seen in the spatiotemporal diagrams. The occurrence of wave-like patterns in the spatiotemporal diagrams points to nontrivial correlations in both dimensions. The wave patterns change as the control parameters change without exiting the needle region. Spatial correlation is only achieved locally at the onset of chaos, with different clusters of oscillators behaving coherently while disordered boundaries appear between them.
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Affiliation(s)
- D Estevez-Moya
- Facultad de Física, Universidad de La Habana, San Lazaro y L. CP 10400, La Habana, Cuba
| | - E Estevez-Rams
- Facultad de Física-Instituto de Ciencias y Tecnología de Materiales(IMRE), Universidad de La Habana, San Lazaro y L. CP 10400, La Habana, Cuba
| | - H Kantz
- MPI for the Physics of Complex Systems, Nöthnitzer Strasse 38, D-01187 Dresden, Germany
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Estevez-Rams E, Estevez-Moya D, Garcia-Medina K, Lora-Serrano R. Computational capabilities at the edge of chaos for one dimensional systems undergoing continuous transitions. CHAOS (WOODBURY, N.Y.) 2019; 29:043105. [PMID: 31042953 DOI: 10.1063/1.5062364] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 03/11/2019] [Indexed: 06/09/2023]
Abstract
While there has been a keen interest in studying computation at the edge of chaos for dynamical systems undergoing a phase transition, this has come under question for cellular automata. We show that for continuously deformed cellular automata, there is an enhancement of computation capabilities as the system moves towards cellular automata with chaotic spatiotemporal behavior. The computation capabilities are followed by looking into the Shannon entropy rate and the excess entropy, which allow identifying the balance between unpredictability and complexity. Enhanced computation power shows an increase of excess entropy, while the system entropy density has a sudden jump to values near one. The analysis is extended to a system of non-linear locally coupled oscillators that have been reported to exhibit spatiotemporal diagrams similar to cellular automata.
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Affiliation(s)
- E Estevez-Rams
- Facultad de Física, Instituto de Ciencias y Tecnología de Materiales (IMRE), University of Havana, San Lazaro y L, La Habana CP 10400, Cuba
| | - D Estevez-Moya
- Facultad de Física, University of Havana, San Lazaro y L, La Habana CP 10400, Cuba
| | - K Garcia-Medina
- Facultad de Física, University of Havana, San Lazaro y L, La Habana CP 10400, Cuba
| | - R Lora-Serrano
- Instituto de Física, Universidade Federal de Uberlandia, Av. Joao Naves de Avila, 2121-Campus Santa Monica, Uberlandia, Minas Gerais CEP 38408-144, Brazil
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Potirakis SM, Contoyiannis Y, Diakonos FK, Hanias MP. Intermittency-induced criticality in a resistor-inductor-diode circuit. Phys Rev E 2017; 95:042206. [PMID: 28505876 DOI: 10.1103/physreve.95.042206] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Indexed: 06/07/2023]
Abstract
The current fluctuations of a driven resistor-inductor-diode circuit are investigated here looking for signatures of critical behavior monitored by the driving frequency. The experimentally obtained time series of the voltage drop across the resistor (as directly proportional to the current flowing through the circuit) were analyzed by means of the method of critical fluctuations in analogy to thermal critical systems. Intermittent criticality was revealed for a critical frequency band signifying the transition between the normal rectifier phase in the low frequencies and a full-wave conducting, capacitorlike phase in the high frequencies. The transition possesses critical characteristics with a characteristic exponent p_{l}=1.65. A fractal analysis in terms of the rescale range (R/RSS) and detrended fluctuation analysis methods yielded results fully compatible with the critical dynamics analysis. Suggestions for the interpretation of the observed behavior in terms of p-n junction operation are discussed.
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Affiliation(s)
- Stelios M Potirakis
- Department of Electronics Engineering, Piraeus University of Applied Sciences (TEI Piraeus), 250 Thivon and P. Ralli, Aigaleo, Athens GR-12244, Greece
| | - Yiannis Contoyiannis
- Department of Electronics Engineering, Piraeus University of Applied Sciences (TEI Piraeus), 250 Thivon and P. Ralli, Aigaleo, Athens GR-12244, Greece
| | - Fotios K Diakonos
- Department of Physics, University of Athens, GR-15771 Athens, Greece
| | - Michael P Hanias
- Department of Physics, University of Athens, GR-15771 Athens, Greece
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Carbone V, Cipparrone G, Versace C, Umeton C, Bartolino R. Multifractal structure and intermittency of laser-generated turbulence in nematic liquid crystals. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 1996; 54:6948-6951. [PMID: 9965927 DOI: 10.1103/physreve.54.6948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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Schuster HG, Niebur E, Hunt ER, Johnson GA, Löcher M. Parametric feedback resonance in chaotic systems. PHYSICAL REVIEW LETTERS 1996; 76:400-403. [PMID: 10061447 DOI: 10.1103/physrevlett.76.400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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Petrani ML, Karakotsou C, Kyprianidis IM, Anagnostopoulos AN. Characterization of the attractor governing the neon bulb RC relaxation oscillator. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 1994; 49:5863-5866. [PMID: 9961917 DOI: 10.1103/physreve.49.5863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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Udagawa M, Nagaoka Y, Ogita N, Masada M, Akimitsu J, Ohbayashi K. Raman-scattering study of R2CuO4 (R=Pr, Nd, Sm, and Gd). PHYSICAL REVIEW. B, CONDENSED MATTER 1994; 49:585-588. [PMID: 10009320 DOI: 10.1103/physrevb.49.585] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
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Balberg I, Arbell H. Temperature as a bifurcation parameter in nonlinear electronic circuits. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 1994; 49:110-113. [PMID: 9961196 DOI: 10.1103/physreve.49.110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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Shin JC, Kwun SI, Kim Y. Suppression of chaos in weakly coupled diode resonators. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 1993; 48:3285-3289. [PMID: 9960983 DOI: 10.1103/physreve.48.3285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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Yazaki T. Experimental observation of thermoacoustic turbulence and universal properties at the quasiperiodic transition to chaos. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 1993; 48:1806-1818. [PMID: 9960791 DOI: 10.1103/physreve.48.1806] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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Murali K, Lakshmanan M. Effect of sinusoidal excitation on the Chua's circuit. ACTA ACUST UNITED AC 1992. [DOI: 10.1109/81.129454] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Fabiny L, Wiesenfeld K. Clustering behavior of oscillator arrays. PHYSICAL REVIEW. A, ATOMIC, MOLECULAR, AND OPTICAL PHYSICS 1991; 43:2640-2648. [PMID: 9905329 DOI: 10.1103/physreva.43.2640] [Citation(s) in RCA: 30] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/11/2023]
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Lynn JW, Sumarlin IW, Neumann DA, Rush JJ, Peng JL, Li ZY. Phonon density of states and superconductivity in Nd1.85Ce0.15CuO4. PHYSICAL REVIEW LETTERS 1991; 66:919-922. [PMID: 10043940 DOI: 10.1103/physrevlett.66.919] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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Su Z, Rollins RW, Hunt ER. Simulation and characterization of strange attractors in driven diode resonator systems. PHYSICAL REVIEW. A, GENERAL PHYSICS 1989; 40:2698-2705. [PMID: 9902457 DOI: 10.1103/physreva.40.2698] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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